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adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks.

adversarial-face-attack

Black-Box Adversarial Attack on Public Face Recognition Systems

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

adversarialattacks

Adversarial Attacks

audio_adversarial_examples

Targeted Adversarial Examples on Speech-to-Text systems

auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

autozoom-attack

Codes for reproducing query-efficient black-box attacks in “AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks” ​​​​, published at AAAI 2019

awesome-ai-security

:file_folder: #AISecurity

awesome-malware-analysis

A curated list of awesome malware analysis tools and resources.

backdoor-learning-resources

A list of backdoor learning resources

backdoorbench

bo-atp

BayesOpt attack with transferable priors

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

di-2-fgsm

Improving Transferability of Adversarial Examples with Input Diversity

foolbox

Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, Keras, …

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子，not only how，but also why. English version supported!

gluon-cv

Gluon CV Toolkit

guided-denoise

The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

lihang-code

《统计学习方法》的代码实现

lingvo

Lingvo

mean-teacher

A state-of-the-art semi-supervised method for image recognition

mt-adversarial-training

noise2noise

An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"

otdd

Python implementation of Geometric Dataset Distances via Optimal Transport

padding_img

This code gets an image and makes another one doing a padding with zeros on the original image. This is usefull when you need to compare some images with different dimentions.

privacy

Library for training machine learning models with privacy for training data

pytorch-cifar

95.47% on CIFAR10 with PyTorch

pytorch-distributed

A quickstart and benchmark for pytorch distributed training.

pytorch-examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.